Seunghyuk Choi
@ColdTbrew
- This month rank#349
- Joined Jul 2026
- Updated 10/17/2026, 1:06:26 PM
GitHub- This month tokens
- 4.5B
- This month cost
- $1.55K
- Active days (This month)
- 17
- All submissions
- 2,659
Contributions
Daily contribution density for this month (UTC).
17 active days
Oct 1, 2026 – Oct 17, 2026
Day breakdown
Saturday, October 17, 2026
Total tokens
94.2M
Cost
$8.46
Messages
968
Token categories
Input
3.5M
Output
209.7K
Cache read
90.4M
Cache write
0
Reasoning
69.6K
Clients and models
Codex CLIgpt-6.1-sol$8.3986.4M tokens · Input 3.0M · Output 188.8K · Cache read 83.1M · Reasoning 52.8K · 846 messages
gpt-6-luna$0.077.7M tokens · Input 407.6K · Output 20.8K · Cache read 7.3M · Reasoning 16.6K · 119 messages
codex-auto-review$0.0184.0K tokens · Input 25.0K · Output 137 · Cache read 58.6K · Reasoning 208 · 3 messages
Usage over time
Model activity for this month (UTC), grouped by provider.
Range total tokens
4.5B
Oct 1, 2026Oct 17, 2026
- gpt-6.1-sol
- gpt-6-astra
- gpt-6-luna
- grok-bot-default
- grok-4.7
- codex-auto-review
- +22 more
Usage details
Scope is shown for each fact.
- Favorite model (This month)
- gpt-6.1-sol
- Selected range
- This month (UTC)
- Models (This month)
- 24
Providers (This month)
grokcodexcursorpiomp
Token mix
Distribution across input, output, cache, and reasoning tokens.
- Input
- 163.8M3.6%
- Output
- 11.4M0.3%
- Cache read
- 4.3B94.9%
- Cache write
- 49.2M1.1%
- Reasoning
- 5.2M0.1%
Devices · all-time
| Device | Tokens | Cost | Active days |
|---|---|---|---|
| Unnamed deviceLast submitted | 21.9B | $12.07K | 158 |
| Unnamed deviceLast submitted | 126.6M | $84.22 | 12 |
| Unnamed deviceLast submitted | 2.2B | $1.08K | 168 |
| Unnamed deviceLast submitted | 12.1B | $5.34K | 108 |
| Unnamed deviceLast submitted | 2.4B | $1.35K | 148 |
| Unnamed deviceLast submitted | 755.2M | $292.22 | 17 |
| Unnamed deviceLast submitted | 65.0M | $50.68 | 3 |